Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 0.162128 0.178360 0.196078 0.216956 0.241011 0.268011 0.300828
2025-03-09 0.132777 0.154430 0.179993 0.212811 0.254435 0.306333 0.377355
2025-03-16 0.115678 0.139946 0.170264 0.211775 0.268548 0.345734 0.462897
2025-03-23 0.104509 0.130356 0.164116 0.212822 0.283795 0.387890 0.561752
2025-03-30 0.092648 0.118063 0.152323 0.203664 0.282099 0.404077 0.624140
2025-04-06 0.083701 0.108574 0.143004 0.196300 0.281151 0.420220 0.689807
2025-04-13 0.076712 0.101050 0.135521 0.190432 0.281170 0.437280 0.761458
2025-04-20 0.073412 0.098390 0.134706 0.194498 0.297722 0.486039 0.912392
2025-04-27 0.071258 0.097144 0.135769 0.201523 0.320285 0.550888 1.125696
2025-05-04 0.069145 0.095735 0.136365 0.207715 0.342249 0.619948 1.384234
2025-05-11 0.066959 0.094006 0.136234 0.212537 0.362328 0.690319 1.688420
2025-05-18 0.063753 0.090437 0.132776 0.210960 0.369302 0.732642 1.934530
2025-05-25 0.059296 0.084696 0.125434 0.201766 0.359680 0.734024 2.048996
2025-06-01 0.056454 0.081391 0.121976 0.199560 0.364868 0.775205 2.349477
2025-06-08 0.054143 0.078798 0.119523 0.198991 0.373592 0.828790 2.755641
2025-06-15 0.052296 0.076840 0.118003 0.200046 0.386197 0.897754 3.317847
2025-06-22 0.049156 0.072554 0.112077 0.191650 0.375025 0.892181 3.482340
2025-06-29 0.046495 0.068945 0.107148 0.184877 0.366930 0.894636 3.707085
2025-07-06 0.044224 0.065892 0.103048 0.179471 0.361536 0.904866 4.004631
2025-07-13 0.043396 0.065255 0.103297 0.183219 0.380097 1.003080 5.109038
2025-07-20 0.042965 0.065274 0.104745 0.189686 0.407166 1.145021 7.002791
2025-07-27 0.042440 0.065091 0.105791 0.195382 0.433427 1.298923 9.716710
2025-08-03 0.041778 0.064626 0.106257 0.199814 0.457119 1.457005 13.525974